Oh Dear
Oh Dear's weekly changelogs have carried a security section five weeks running.
Comparison · Infra & APIs
Inspektor Gadget vs Apache ShenYu
A side-by-side editorial comparison of Inspektor Gadget and Apache ShenYu — release velocity, themes, recent moves, and the top alternatives to consider.
Inspektor Gadget vs Apache ShenYu: at a glance
What is Inspektor Gadget?
Inspektor Gadget keeps cutting the privileges an eBPF tool has to ask for.
Inspektor Gadget v0.57.0 lets gadgets run rootless with cap_bpf, cap_perfmon and cap_sys_ptrace, and adds a flag that drops CAP_SYS_ADMIN on Kubernetes deployments. v0.56.0 introduced experimental multi-tenancy through TokenReview and RBAC. The v0.56.1 and v0.56.2 patches backported USDT parsing fixes, so crafted binaries cannot crash the process or exhaust memory, and bounded owner reference enrichment.
What is Apache ShenYu?
ShenYu's AI gateway plugins are back in motion, with 2.7.2 candidate tags in October.
Apache ShenYu's feed resumed on 28 October with two 2.7.2 release-candidate tags that carry only Maven plugin messages. GitHub shows a 2.7.1 release on 8 July that the feed missed, with MCP server URL fixes, test-determinism fixes and gateway refactors. The release history also shows a set of AI plugins growing alongside the traditional gateway ones: an AI proxy, a token-based limiter, a request transformer and an MCP server plugin.
Inspektor Gadget vs Apache ShenYu: editorial side-by-side
Inspektor Gadget
2.5INFRA · APIS
Inspektor Gadget keeps cutting the privileges an eBPF tool has to ask for.
◆ Current state
Inspektor Gadget v0.57.0 lets gadgets run rootless with cap_bpf, cap_perfmon and cap_sys_ptrace, and adds a flag that drops CAP_SYS_ADMIN on Kubernetes deployments. v0.56.0 introduced experimental multi-tenancy through TokenReview and RBAC. The v0.56.1 and v0.56.2 patches backported USDT parsing fixes, so crafted binaries cannot crash the process or exhaust memory, and bounded owner reference enrichment.
◆ Where it's heading
The direction is lower trust: fewer privileges for the tool and less trust in the binaries it inspects. Multi-tenancy, rootless runs and hardened ELF parsing all remove reasons a security team would refuse to deploy it. GPU telemetry from v0.55 has no follow-up in the recent notes.
◆ Prediction
Multi-tenancy graduating from experimental remains the likely next milestone as it pairs with reduced-privilege deployments. Whether GPU telemetry gets gadget consumers soon is unclear from these entries.
Apache ShenYu
5.0INFRA · APIS
ShenYu's AI gateway plugins are back in motion, with 2.7.2 candidate tags in October.
◆ Current state
Apache ShenYu's feed resumed on 28 October with two 2.7.2 release-candidate tags that carry only Maven plugin messages. GitHub shows a 2.7.1 release on 8 July that the feed missed, with MCP server URL fixes, test-determinism fixes and gateway refactors. The release history also shows a set of AI plugins growing alongside the traditional gateway ones: an AI proxy, a token-based limiter, a request transformer and an MCP server plugin.
◆ Where it's heading
ShenYu is positioning as a gateway for model traffic as well as service traffic. The AI plugins appear first as features and then as bug reports a release later, which is what real use looks like, and token-based rate limiting matches how LLM providers bill. The apparent eight-month silence was a feed gap, not a stall.
◆ Prediction
Expect 2.7.2 final soon after the candidate tags, likely with more MCP server plugin fixes. The tags carry no notes, so its contents can't be judged yet.
Alternatives to Inspektor Gadget and Apache ShenYu
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Inspektor Gadget or Apache ShenYu.
TestingBot
TestingBot's autumn work is plumbing: a rebuilt tunnel and another bug-tracker link.
KubeArmor
KubeArmor ships fixes as release-candidate tags, and its feed misses the finals.
All Quiet
All Quiet moves from enterprise integrations to the on-call engineer's own day.
Robusta
Robusta's recent releases patch its runner image rather than add features.
Uptrends
Uptrends spent October on account plumbing: vault credentials, bulk edits and a free trial path.
See all Inspektor Gadget alternatives → · See all Apache ShenYu alternatives →
Recent activity from Inspektor Gadget and Apache ShenYu
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoApache ShenYu2.7.2 release-candidate tag (no notes)
- 4d agoApache ShenYuEarlier 2.7.2 candidate tag (no notes)
- 27d agoInspektor Gadgetv0.57.0: rootless ig run and reduced-privilege deploys
- 1mo agoInspektor Gadgetv0.56.2: bounded owner reference enrichment
- 1mo agoInspektor Gadgetv0.56.1 hardens USDT parsing against crafted binaries
- 1mo agoInspektor GadgetRelease v0.56.0 ⚡
- 2mo agoInspektor GadgetRelease v0.55.1
- 3mo agoInspektor GadgetRelease v0.55.0 ⚡
- 11mo agoApache ShenYuMCP server plugin fixes and Nacos sync cache corrections
- 1y agoApache ShenYuAI request transformer plugin joins the proxy and token limiter
- 1y agoApache ShenYuJWT SPI extension and Dubbo method configuration land
Frequently asked questions
What is the difference between Inspektor Gadget and Apache ShenYu?
They serve adjacent needs but don't currently overlap on shipped themes. Apache ShenYu is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Inspektor Gadget better than Apache ShenYu?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache ShenYu is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Inspektor Gadget?
Top Inspektor Gadget alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Inspektor Gadget alternatives" section above for the current picks, or visit /alternatives/inspektor-gadget for the full list with editorial commentary on each.
What are the best alternatives to Apache ShenYu?
Top Apache ShenYu alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache ShenYu alternatives" section above for the current picks, or visit /alternatives/shenyu for the full list with editorial commentary on each.